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ECML
2007
Springer
16 years 19 days ago
Decision Tree Instability and Active Learning
Decision tree learning algorithms produce accurate models that can be interpreted by domain experts. However, these algorithms are known to be unstable – they can produce drastic...
Kenneth Dwyer, Robert Holte
IROS
2007
IEEE
150views Robotics» more  IROS 2007»
16 years 23 days ago
Long-Term learning using multiple models for outdoor autonomous robot navigation
Abstract—Autonomous robot navigation in unstructured outdoor environments is a challenging area of active research. The navigation task requires identifying safe, traversable pat...
Michael J. Procopio, Jane Mulligan, Gregory Z. Gru...
LREC
2010
169views Education» more  LREC 2010»
15 years 8 months ago
Using Comparable Corpora to Adapt a Translation Model to Domains
Statistical machine translation (SMT) requires a large parallel corpus, which is available only for restricted language pairs and domains. To expand the language pairs and domains...
Hiroyuki Kaji, Takashi Tsunakawa, Daisuke Okada
WWW
2001
ACM
16 years 7 months ago
Integrating Software Agents into the HTTP Caching Infrastructure
Mobile software agents are an increasingly important programming model within the World Wide Web (WWW). Typically programmed in Java or another machine- independent language, the ...
Jesse Greenwald, Daniel Andresen
PARLE
1991
15 years 10 months ago
FORK: A High-Level Language for PRAMs
We present a new programming language designed to allow the convenient expression of algorithms for a parallel random access machine (PRAM). The language attempts to satisfy two p...
Torben Hagerup, Arno Schmitt, Helmut Seidl